vpanagiotou531's repositories
Software-Technology-2022-23
Software Technology 2022-23
alphafold2-rebuild---OpenFold2
Attempt at reproduction of AlphaFold2
chrome-mouse-wheel-tab-scroller
Scroll Google Chrome tabs using mouse wheel
ColabFold
Making Protein folding accessible to all!
coursera-deep-learning-specialization
Notes, programming and quizzes from all courses in the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks:Hyperparameter tuning, Regularization and Optimization (iii)Structuring Machine Learning Projects; (iv)Convolutional Neural Networks; (v)Sequence Models
Deep-Learning-Specialization-Coursera
This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.
gromacs
Public/backup repository of the gromacs molecular simulation toolkit
tutorial
Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)
different-Explainable-AI-approaches-and-and-implemented-with-PyTorch-and-torchvision
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.
free-programming-books
:books: Freely available programming books
Fundamentals-of-Neural-Networks
This teaching package contains modular contents for the introduction of the fundamentals of Neural Networks. The package consists of a series of MATLAB Live Scripts with complementary PowerPoint presentations.
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
laplacianBlend
MATLAB script that blends two images together using Laplacian Pyramidal blending given an alpha mask separating the two images
Machine-Learning-in-Biotechnology-and-Life-Sciences
Machine Learning in Biotechnology using Python, published by Packt
ML-DL-GSP-datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
Protein_prediction_ESM
A web app for prediction of protein structure using ESM API
Transformers-in-Action
This is the corresponding code for the book Transformers in Action
University-Information-Retrieval
This is my university project for information retrieval